Fold 0
Model 0 best validation auc = 0.746479 on epoch 113
Model 0 test auc = 0.886213
Ensemble test auc = 0.886213
Fold 1
Model 0 best validation auc = 0.749296 on epoch 249
Model 0 test auc = 0.880795
Ensemble test auc = 0.880795
Fold 2
Model 0 best validation auc = 0.765258 on epoch 102
Model 0 test auc = 0.860325
Ensemble test auc = 0.860325
Fold 3
Model 0 best validation auc = 0.776526 on epoch 217
Model 0 test auc = 0.907285
Ensemble test auc = 0.907285
Fold 4
Model 0 best validation auc = 0.748826 on epoch 243
Model 0 test auc = 0.866948
Ensemble test auc = 0.866948
Fold 5
Model 0 best validation auc = 0.785446 on epoch 184
Model 0 test auc = 0.862131
Ensemble test auc = 0.862131
Fold 6
Model 0 best validation auc = 0.766197 on epoch 154
Model 0 test auc = 0.881999
Ensemble test auc = 0.881999
Fold 7
Model 0 best validation auc = 0.765728 on epoch 286
Model 0 test auc = 0.888621
Ensemble test auc = 0.888621
Fold 8
Model 0 best validation auc = 0.757277 on epoch 99
Model 0 test auc = 0.895244
Ensemble test auc = 0.895244
Fold 9
Model 0 best validation auc = 0.752113 on epoch 169
Model 0 test auc = 0.907285
Ensemble test auc = 0.907285
10-fold cross validation
	Seed 0 ==> test auc = 0.886213
	Seed 1 ==> test auc = 0.880795
	Seed 2 ==> test auc = 0.860325
	Seed 3 ==> test auc = 0.907285
	Seed 4 ==> test auc = 0.866948
	Seed 5 ==> test auc = 0.862131
	Seed 6 ==> test auc = 0.881999
	Seed 7 ==> test auc = 0.888621
	Seed 8 ==> test auc = 0.895244
	Seed 9 ==> test auc = 0.907285
Overall test auc = 0.883685 +/- 0.016062
Elapsed time = 0:12:46
